diff --git a/python/cugraph/cugraph/link_prediction/overlap.py b/python/cugraph/cugraph/link_prediction/overlap.py
index dcfd30a8a5b..816c580747b 100644
--- a/python/cugraph/cugraph/link_prediction/overlap.py
+++ b/python/cugraph/cugraph/link_prediction/overlap.py
@@ -21,7 +21,7 @@
 
 def overlap_coefficient(G, ebunch=None):
     """
-    NetworkX similar API.  See 'jaccard' for a description
+    For NetworkX Compatability.  See `overlap`
 
     """
     vertex_pair = None
diff --git a/python/cugraph/cugraph/link_prediction/sorensen.py b/python/cugraph/cugraph/link_prediction/sorensen.py
index afae4afbdf2..4a88f6b1558 100644
--- a/python/cugraph/cugraph/link_prediction/sorensen.py
+++ b/python/cugraph/cugraph/link_prediction/sorensen.py
@@ -96,6 +96,7 @@ def sorensen(input_graph, vertex_pair=None):
 
 def sorensen_coefficient(G, ebunch=None):
     """
+    For NetworkX Compatability.  See `sorensen`
 
     Parameters
     ----------